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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 16,382 4,584 Updated Jun 21, 2022

YSDA course in Natural Language Processing

Jupyter Notebook 9,974 2,628 Updated Dec 25, 2024

搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。

Jupyter Notebook 6,051 1,405 Updated Jan 29, 2019

links to conference publications in graph-based deep learning

Jupyter Notebook 4,876 779 Updated Dec 12, 2024

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Jupyter Notebook 4,859 2,050 Updated Jul 25, 2024

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Jupyter Notebook 2,510 602 Updated Sep 12, 2024